All signs point to Anne-Marie.

Anne-Marie hit the Twitter with a photo of Niall Horan in a recording studio playing guitar. The caption was just the heart eyes emoji and a @NiallHoran tag which means we really know nothing about this apparent collab right now other than we’ll take it.
— Jenn